spatial reasoning benchmark
EmbSpatialBench Leaderboard
EmbSpatialBench evaluates embodied spatial understanding and reasoning capabilities.
Updated Sep 5, 2026
Models8
Model coverage8
MetricScore
EvidenceB
EmbSpatialBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score0.85 points | Percentile100.00% | Participants8 | EvidenceC | Evaluated |
| Rank02 | ModelAC | Score0.85 points | Percentile85.71% | Participants8 | EvidenceC | Evaluated |
| Rank03 | ModelAC | Score0.84 points | Percentile71.43% | Participants8 | EvidenceC | Evaluated |
| Rank04 | ModelAC | Score0.84 points | Percentile57.14% | Participants8 | EvidenceC | Evaluated |
| Rank05 | ModelAC | Score0.84 points | Percentile42.86% | Participants8 | EvidenceC | Evaluated |
| Rank06 | ModelBY | Score0.83 points | Percentile28.57% | Participants8 | EvidenceC | Evaluated |
| Rank07 | ModelAC | Score0.83 points | Percentile14.29% | Participants8 | EvidenceC | Evaluated |
| Rank08 | ModelBY | Score0.83 points | Percentile0.00% | Participants8 | EvidenceC | Evaluated |
EmbSpatialBench Highlights
The leading models and scores on this benchmark.
EmbSpatialBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for EmbSpatialBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is EmbSpatialBench?
What EmbSpatialBench measures and how its scores work.
EmbSpatialBench is a benchmark for evaluating embodied spatial understanding and reasoning capabilities.
It measures embodied spatial understanding and reasoning capabilities using Score in points.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- EmbSpatialBench
- Modality
- image
- Primary category
- spatial reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about EmbSpatialBench.
Which model scores highest on EmbSpatialBench?
Qwen3.6-27B is currently ranked first with 0.85 points.
What are the top three models on EmbSpatialBench?
The current leaders are Qwen3.6-27B (0.85 points), Qwen3.5-27B (0.85 points), and Qwen3.6-35B-A3B (0.84 points).
Which EmbSpatialBench model has the lowest official input price?
Qwen3.6-35B-A3B has the lowest matched official input price at $0.25 input / $1.5 output per 1M tokens.
Which models are fastest among EmbSpatialBench results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.